End of training
Browse files- README.md +69 -0
- generation_config.json +7 -0
- model.safetensors +1 -1
README.md
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---
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license: mit
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base_model: microsoft/git-base
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tags:
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- generated_from_trainer
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metrics:
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- rouge
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model-index:
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- name: GIT_inf_w_caption_ep5
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# GIT_inf_w_caption_ep5
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This model is a fine-tuned version of [microsoft/git-base](https://huggingface.co/microsoft/git-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0654
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- Rouge1: 12.7519
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- Rouge2: 7.5439
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- Rougel: 11.7555
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- Rougelsum: 11.7932
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- Gen Len: 217.52
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size: 32
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- eval_batch_size: 16
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 5
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:-------:|:---------:|:-------:|
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| 0.0748 | 1.0 | 793 | 0.0728 | 12.808 | 6.3869 | 11.7383 | 11.7726 | 218.414 |
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| 0.0609 | 2.0 | 1586 | 0.0680 | 11.2577 | 6.0559 | 10.3475 | 10.3572 | 218.404 |
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| 0.0502 | 3.0 | 2379 | 0.0653 | 11.9383 | 6.7699 | 10.9829 | 10.9964 | 218.39 |
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| 0.0401 | 4.0 | 3172 | 0.0647 | 12.5115 | 7.3787 | 11.4956 | 11.5161 | 218.224 |
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| 0.0328 | 5.0 | 3965 | 0.0654 | 12.7519 | 7.5439 | 11.7555 | 11.7932 | 217.52 |
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### Framework versions
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- Transformers 4.38.1
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- Pytorch 2.2.1+cu121
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- Datasets 2.17.1
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- Tokenizers 0.15.2
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 101,
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"eos_token_id": 102,
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"pad_token_id": 0,
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"transformers_version": "4.38.1"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 706516040
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version https://git-lfs.github.com/spec/v1
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oid sha256:dfb148cfe7a8eb40ff162589f5b3e64ed52f7521a6d03b301132ff9833e5ff68
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size 706516040
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